{"title":"An Ameliorated Methodology to Predict Diabetes Mellitus Using Random Forest","authors":"B. Arunakumari, Aman Rai, R. Shashidhar","doi":"10.1201/9781003111290-6-8","DOIUrl":"https://doi.org/10.1201/9781003111290-6-8","url":null,"abstract":"","PeriodicalId":433531,"journal":{"name":"Data Science and Data Analytics","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114133540","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Model to Identify Agriculture Production Using Data Science Techniques","authors":"D. A. Reddy, Sanjay Kumar, R. Tripathi","doi":"10.1201/9781003111290-3-4","DOIUrl":"https://doi.org/10.1201/9781003111290-3-4","url":null,"abstract":"","PeriodicalId":433531,"journal":{"name":"Data Science and Data Analytics","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115427042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An Analysis of Derivative-Based Optimizers on Deep Neural Network Models","authors":"A. Pavate, R. Bansode","doi":"10.1201/9781003111290-10-12","DOIUrl":"https://doi.org/10.1201/9781003111290-10-12","url":null,"abstract":"","PeriodicalId":433531,"journal":{"name":"Data Science and Data Analytics","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134072101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Elizabeth Behrman, Arijit Santra, S. Sarkar, Prantik Roy, R. Yadav, Soumi Dutta, Arijit Ghosal
{"title":"Dialect Identification of the Bengali Language","authors":"Elizabeth Behrman, Arijit Santra, S. Sarkar, Prantik Roy, R. Yadav, Soumi Dutta, Arijit Ghosal","doi":"10.1201/9781003111290-22-27","DOIUrl":"https://doi.org/10.1201/9781003111290-22-27","url":null,"abstract":"","PeriodicalId":433531,"journal":{"name":"Data Science and Data Analytics","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115659662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Crop Models and Decision Support Systems Using Machine Learning","authors":"B. Vignesh, G. Suganya","doi":"10.1201/9781003111290-5-7","DOIUrl":"https://doi.org/10.1201/9781003111290-5-7","url":null,"abstract":"","PeriodicalId":433531,"journal":{"name":"Data Science and Data Analytics","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122009268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Data Science and Data Analytics: Artificial Intelligence and Machine Learning Integrated Based Approach","authors":"Sumika Chauhan, Manmohan Singh, A. Aggarwal","doi":"10.1201/9781003111290-1-2","DOIUrl":"https://doi.org/10.1201/9781003111290-1-2","url":null,"abstract":"","PeriodicalId":433531,"journal":{"name":"Data Science and Data Analytics","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123072134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Wheat Rust Disease Detection Using Deep Learning","authors":"Sudhir Kumar Mohapatra, S. Prasad, S. Nayak","doi":"10.1201/9781003111290-11-14","DOIUrl":"https://doi.org/10.1201/9781003111290-11-14","url":null,"abstract":"","PeriodicalId":433531,"journal":{"name":"Data Science and Data Analytics","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134390631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Tier-based Educational Analytics Framework","authors":"Javed Nazura, P. Anand","doi":"10.1201/9781003111290-14-17","DOIUrl":"https://doi.org/10.1201/9781003111290-14-17","url":null,"abstract":"","PeriodicalId":433531,"journal":{"name":"Data Science and Data Analytics","volume":"37 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123603889","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An Efficient Imputation Strategy Based on Adaptive Filter for Large Missing Value Datasets","authors":"S. Radhika, A. Chandrasekar, F. Albu","doi":"10.1201/9781003111290-9-11","DOIUrl":"https://doi.org/10.1201/9781003111290-9-11","url":null,"abstract":"","PeriodicalId":433531,"journal":{"name":"Data Science and Data Analytics","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126164328","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S. Chandar, Hitesh Punjabi, Mahesh Kumar Sharda, Jehan Murugadhas
{"title":"A Novel Data Science Approach for Business and Decision Making for Prediction of Stock Market Movement Using Twitter Data and News Sentiments","authors":"S. Chandar, Hitesh Punjabi, Mahesh Kumar Sharda, Jehan Murugadhas","doi":"10.1201/9781003111290-19-23","DOIUrl":"https://doi.org/10.1201/9781003111290-19-23","url":null,"abstract":"","PeriodicalId":433531,"journal":{"name":"Data Science and Data Analytics","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122060785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}